Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 6497 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 710.7 KiB |
| Average record size in memory | 112.0 B |
Variable types
| NUM | 13 |
|---|---|
| BOOL | 1 |
citric_acid has 151 (2.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-02-27 19:39:44.947041 |
|---|---|
| Analysis finished | 2021-02-27 19:40:42.531906 |
| Duration | 57.58 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
df_index
Real number (ℝ≥0)
| Distinct | 4898 |
|---|---|
| Distinct (%) | 75.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2042.535632 |
|---|---|
| Minimum | 0 |
| Maximum | 4897 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 50.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 162 |
| Q1 | 812 |
| median | 1649 |
| Q3 | 3273 |
| 95-th percentile | 4572.2 |
| Maximum | 4897 |
| Range | 4897 |
| Interquartile range (IQR) | 2461 |
Descriptive statistics
| Standard deviation | 1436.926393 |
|---|---|
| Coefficient of variation (CV) | 0.7035012612 |
| Kurtosis | -1.11588531 |
| Mean | 2042.535632 |
| Median Absolute Deviation (MAD) | 1100 |
| Skewness | 0.4104190593 |
| Sum | 13270354 |
| Variance | 2064757.459 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 1142 | 2 | < 0.1% | |
| 1090 | 2 | < 0.1% | |
| 1094 | 2 | < 0.1% | |
| 1098 | 2 | < 0.1% | |
| 1102 | 2 | < 0.1% | |
| 1106 | 2 | < 0.1% | |
| 1110 | 2 | < 0.1% | |
| 1114 | 2 | < 0.1% | |
| 1118 | 2 | < 0.1% | |
| 1122 | 2 | < 0.1% | |
| 1126 | 2 | < 0.1% | |
| 1130 | 2 | < 0.1% | |
| 1134 | 2 | < 0.1% | |
| 1138 | 2 | < 0.1% | |
| 1146 | 2 | < 0.1% | |
| 1082 | 2 | < 0.1% | |
| 1150 | 2 | < 0.1% | |
| 1154 | 2 | < 0.1% | |
| 1158 | 2 | < 0.1% | |
| 1162 | 2 | < 0.1% | |
| 1166 | 2 | < 0.1% | |
| 1170 | 2 | < 0.1% | |
| 1174 | 2 | < 0.1% | |
| 1178 | 2 | < 0.1% | |
| Other values (4873) | 6447 | 99.2% |
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 1 | 2 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 6 | 2 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4897 | 1 | < 0.1% | |
| 4896 | 1 | < 0.1% | |
| 4895 | 1 | < 0.1% | |
| 4894 | 1 | < 0.1% | |
| 4893 | 1 | < 0.1% | |
| 4892 | 1 | < 0.1% | |
| 4891 | 1 | < 0.1% | |
| 4890 | 1 | < 0.1% | |
| 4889 | 1 | < 0.1% | |
| 4888 | 1 | < 0.1% |
fixed_acidity
Real number (ℝ≥0)
| Distinct | 106 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.215307065 |
|---|---|
| Minimum | 3.8 |
| Maximum | 15.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 50.9 KiB |
Quantile statistics
| Minimum | 3.8 |
|---|---|
| 5-th percentile | 5.7 |
| Q1 | 6.4 |
| median | 7 |
| Q3 | 7.7 |
| 95-th percentile | 9.8 |
| Maximum | 15.9 |
| Range | 12.1 |
| Interquartile range (IQR) | 1.3 |
Descriptive statistics
| Standard deviation | 1.296433758 |
|---|---|
| Coefficient of variation (CV) | 0.1796782516 |
| Kurtosis | 5.061160665 |
| Mean | 7.215307065 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 1.723289647 |
| Sum | 46877.85 |
| Variance | 1.680740488 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6.8 | 354 | 5.4% | |
| 6.6 | 327 | 5.0% | |
| 6.4 | 305 | 4.7% | |
| 7 | 282 | 4.3% | |
| 6.9 | 279 | 4.3% | |
| 7.2 | 273 | 4.2% | |
| 6.7 | 264 | 4.1% | |
| 7.1 | 257 | 4.0% | |
| 6.5 | 242 | 3.7% | |
| 7.4 | 238 | 3.7% | |
| 7.3 | 222 | 3.4% | |
| 6.2 | 212 | 3.3% | |
| 6.3 | 202 | 3.1% | |
| 7.6 | 199 | 3.1% | |
| 6 | 197 | 3.0% | |
| 7.5 | 175 | 2.7% | |
| 6.1 | 171 | 2.6% | |
| 7.8 | 146 | 2.2% | |
| 7.7 | 142 | 2.2% | |
| 5.8 | 125 | 1.9% | |
| 8 | 122 | 1.9% | |
| 7.9 | 116 | 1.8% | |
| 5.9 | 112 | 1.7% | |
| 8.2 | 101 | 1.6% | |
| 8.3 | 92 | 1.4% | |
| Other values (81) | 1342 | 20.7% |
| Value | Count | Frequency (%) | |
| 3.8 | 1 | < 0.1% | |
| 3.9 | 1 | < 0.1% | |
| 4.2 | 2 | < 0.1% | |
| 4.4 | 3 | < 0.1% | |
| 4.5 | 1 | < 0.1% | |
| 4.6 | 2 | < 0.1% | |
| 4.7 | 6 | 0.1% | |
| 4.8 | 9 | 0.1% | |
| 4.9 | 8 | 0.1% | |
| 5 | 30 | 0.5% |
| Value | Count | Frequency (%) | |
| 15.9 | 1 | < 0.1% | |
| 15.6 | 2 | < 0.1% | |
| 15.5 | 2 | < 0.1% | |
| 15 | 2 | < 0.1% | |
| 14.3 | 1 | < 0.1% | |
| 14.2 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 13.8 | 1 | < 0.1% | |
| 13.7 | 2 | < 0.1% | |
| 13.5 | 1 | < 0.1% |
volatile_acidity
Real number (ℝ≥0)
| Distinct | 187 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3396659997 |
|---|---|
| Minimum | 0.08 |
| Maximum | 1.58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 50.9 KiB |
Quantile statistics
| Minimum | 0.08 |
|---|---|
| 5-th percentile | 0.16 |
| Q1 | 0.23 |
| median | 0.29 |
| Q3 | 0.4 |
| 95-th percentile | 0.67 |
| Maximum | 1.58 |
| Range | 1.5 |
| Interquartile range (IQR) | 0.17 |
Descriptive statistics
| Standard deviation | 0.1646364741 |
|---|---|
| Coefficient of variation (CV) | 0.4847010717 |
| Kurtosis | 2.825372417 |
| Mean | 0.3396659997 |
| Median Absolute Deviation (MAD) | 0.08 |
| Skewness | 1.495096542 |
| Sum | 2206.81 |
| Variance | 0.0271051686 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.28 | 286 | 4.4% | |
| 0.24 | 266 | 4.1% | |
| 0.26 | 256 | 3.9% | |
| 0.25 | 238 | 3.7% | |
| 0.22 | 235 | 3.6% | |
| 0.27 | 232 | 3.6% | |
| 0.23 | 221 | 3.4% | |
| 0.2 | 217 | 3.3% | |
| 0.3 | 214 | 3.3% | |
| 0.32 | 205 | 3.2% | |
| 0.21 | 197 | 3.0% | |
| 0.18 | 187 | 2.9% | |
| 0.31 | 178 | 2.7% | |
| 0.29 | 176 | 2.7% | |
| 0.19 | 172 | 2.6% | |
| 0.34 | 165 | 2.5% | |
| 0.33 | 154 | 2.4% | |
| 0.16 | 143 | 2.2% | |
| 0.36 | 142 | 2.2% | |
| 0.17 | 140 | 2.2% | |
| 0.35 | 108 | 1.7% | |
| 0.38 | 98 | 1.5% | |
| 0.4 | 96 | 1.5% | |
| 0.39 | 96 | 1.5% | |
| 0.37 | 89 | 1.4% | |
| Other values (162) | 1986 | 30.6% |
| Value | Count | Frequency (%) | |
| 0.08 | 4 | 0.1% | |
| 0.085 | 1 | < 0.1% | |
| 0.09 | 1 | < 0.1% | |
| 0.1 | 6 | 0.1% | |
| 0.105 | 6 | 0.1% | |
| 0.11 | 13 | 0.2% | |
| 0.115 | 3 | < 0.1% | |
| 0.12 | 37 | 0.6% | |
| 0.125 | 3 | < 0.1% | |
| 0.13 | 44 | 0.7% |
| Value | Count | Frequency (%) | |
| 1.58 | 1 | < 0.1% | |
| 1.33 | 2 | < 0.1% | |
| 1.24 | 1 | < 0.1% | |
| 1.185 | 1 | < 0.1% | |
| 1.18 | 1 | < 0.1% | |
| 1.13 | 1 | < 0.1% | |
| 1.115 | 1 | < 0.1% | |
| 1.1 | 1 | < 0.1% | |
| 1.09 | 1 | < 0.1% | |
| 1.07 | 1 | < 0.1% |
| Distinct | 89 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3186332153 |
|---|---|
| Minimum | 0 |
| Maximum | 1.66 |
| Zeros | 151 |
| Zeros (%) | 2.3% |
| Memory size | 50.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.05 |
| Q1 | 0.25 |
| median | 0.31 |
| Q3 | 0.39 |
| 95-th percentile | 0.56 |
| Maximum | 1.66 |
| Range | 1.66 |
| Interquartile range (IQR) | 0.14 |
Descriptive statistics
| Standard deviation | 0.1453178649 |
|---|---|
| Coefficient of variation (CV) | 0.4560662791 |
| Kurtosis | 2.397239216 |
| Mean | 0.3186332153 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | 0.4717306725 |
| Sum | 2070.16 |
| Variance | 0.02111728186 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.3 | 337 | 5.2% | |
| 0.28 | 301 | 4.6% | |
| 0.32 | 289 | 4.4% | |
| 0.49 | 283 | 4.4% | |
| 0.26 | 257 | 4.0% | |
| 0.34 | 249 | 3.8% | |
| 0.29 | 244 | 3.8% | |
| 0.27 | 236 | 3.6% | |
| 0.24 | 232 | 3.6% | |
| 0.31 | 230 | 3.5% | |
| 0.33 | 208 | 3.2% | |
| 0.36 | 197 | 3.0% | |
| 0.25 | 163 | 2.5% | |
| 0.37 | 153 | 2.4% | |
| 0 | 151 | 2.3% | |
| 0.35 | 150 | 2.3% | |
| 0.4 | 146 | 2.2% | |
| 0.38 | 136 | 2.1% | |
| 0.22 | 131 | 2.0% | |
| 0.39 | 129 | 2.0% | |
| 0.42 | 124 | 1.9% | |
| 0.23 | 108 | 1.7% | |
| 0.21 | 99 | 1.5% | |
| 0.41 | 98 | 1.5% | |
| 0.2 | 95 | 1.5% | |
| Other values (64) | 1751 | 27.0% |
| Value | Count | Frequency (%) | |
| 0 | 151 | 2.3% | |
| 0.01 | 40 | 0.6% | |
| 0.02 | 56 | 0.9% | |
| 0.03 | 32 | 0.5% | |
| 0.04 | 41 | 0.6% | |
| 0.05 | 25 | 0.4% | |
| 0.06 | 30 | 0.5% | |
| 0.07 | 34 | 0.5% | |
| 0.08 | 37 | 0.6% | |
| 0.09 | 42 | 0.6% |
| Value | Count | Frequency (%) | |
| 1.66 | 1 | < 0.1% | |
| 1.23 | 1 | < 0.1% | |
| 1 | 6 | 0.1% | |
| 0.99 | 1 | < 0.1% | |
| 0.91 | 2 | < 0.1% | |
| 0.88 | 1 | < 0.1% | |
| 0.86 | 1 | < 0.1% | |
| 0.82 | 2 | < 0.1% | |
| 0.81 | 2 | < 0.1% | |
| 0.8 | 2 | < 0.1% |
residual_sugar
Real number (ℝ≥0)
| Distinct | 316 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.443235339 |
|---|---|
| Minimum | 0.6 |
| Maximum | 65.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 50.9 KiB |
Quantile statistics
| Minimum | 0.6 |
|---|---|
| 5-th percentile | 1.2 |
| Q1 | 1.8 |
| median | 3 |
| Q3 | 8.1 |
| 95-th percentile | 15 |
| Maximum | 65.8 |
| Range | 65.2 |
| Interquartile range (IQR) | 6.3 |
Descriptive statistics
| Standard deviation | 4.757803743 |
|---|---|
| Coefficient of variation (CV) | 0.8740764355 |
| Kurtosis | 4.359271948 |
| Mean | 5.443235339 |
| Median Absolute Deviation (MAD) | 1.7 |
| Skewness | 1.435404263 |
| Sum | 35364.7 |
| Variance | 22.63669646 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 235 | 3.6% | |
| 1.8 | 228 | 3.5% | |
| 1.6 | 223 | 3.4% | |
| 1.4 | 219 | 3.4% | |
| 1.2 | 195 | 3.0% | |
| 2.2 | 187 | 2.9% | |
| 2.1 | 179 | 2.8% | |
| 1.9 | 176 | 2.7% | |
| 1.7 | 175 | 2.7% | |
| 1.5 | 172 | 2.6% | |
| 1.3 | 152 | 2.3% | |
| 2.3 | 151 | 2.3% | |
| 1.1 | 146 | 2.2% | |
| 2.4 | 127 | 2.0% | |
| 2.5 | 124 | 1.9% | |
| 2.6 | 112 | 1.7% | |
| 1 | 93 | 1.4% | |
| 2.8 | 85 | 1.3% | |
| 2.7 | 77 | 1.2% | |
| 2.9 | 49 | 0.8% | |
| 4.6 | 46 | 0.7% | |
| 5 | 44 | 0.7% | |
| 3.2 | 43 | 0.7% | |
| 7.8 | 43 | 0.7% | |
| 3 | 42 | 0.6% | |
| Other values (291) | 3174 | 48.9% |
| Value | Count | Frequency (%) | |
| 0.6 | 2 | < 0.1% | |
| 0.7 | 7 | 0.1% | |
| 0.8 | 25 | 0.4% | |
| 0.9 | 41 | 0.6% | |
| 0.95 | 4 | 0.1% | |
| 1 | 93 | 1.4% | |
| 1.05 | 1 | < 0.1% | |
| 1.1 | 146 | 2.2% | |
| 1.15 | 3 | < 0.1% | |
| 1.2 | 195 | 3.0% |
| Value | Count | Frequency (%) | |
| 65.8 | 1 | < 0.1% | |
| 31.6 | 2 | < 0.1% | |
| 26.05 | 2 | < 0.1% | |
| 23.5 | 1 | < 0.1% | |
| 22.6 | 1 | < 0.1% | |
| 22 | 2 | < 0.1% | |
| 20.8 | 2 | < 0.1% | |
| 20.7 | 2 | < 0.1% | |
| 20.4 | 1 | < 0.1% | |
| 20.3 | 1 | < 0.1% |
chlorides
Real number (ℝ≥0)
| Distinct | 214 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05603386178 |
|---|---|
| Minimum | 0.009 |
| Maximum | 0.611 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 50.9 KiB |
Quantile statistics
| Minimum | 0.009 |
|---|---|
| 5-th percentile | 0.028 |
| Q1 | 0.038 |
| median | 0.047 |
| Q3 | 0.065 |
| 95-th percentile | 0.102 |
| Maximum | 0.611 |
| Range | 0.602 |
| Interquartile range (IQR) | 0.027 |
Descriptive statistics
| Standard deviation | 0.03503360137 |
|---|---|
| Coefficient of variation (CV) | 0.6252219686 |
| Kurtosis | 50.89805146 |
| Mean | 0.05603386178 |
| Median Absolute Deviation (MAD) | 0.011 |
| Skewness | 5.399827732 |
| Sum | 364.052 |
| Variance | 0.001227353225 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.044 | 206 | 3.2% | |
| 0.036 | 200 | 3.1% | |
| 0.042 | 187 | 2.9% | |
| 0.046 | 185 | 2.8% | |
| 0.04 | 182 | 2.8% | |
| 0.05 | 182 | 2.8% | |
| 0.048 | 182 | 2.8% | |
| 0.047 | 175 | 2.7% | |
| 0.045 | 174 | 2.7% | |
| 0.038 | 169 | 2.6% | |
| 0.034 | 169 | 2.6% | |
| 0.039 | 161 | 2.5% | |
| 0.037 | 160 | 2.5% | |
| 0.041 | 151 | 2.3% | |
| 0.043 | 142 | 2.2% | |
| 0.049 | 141 | 2.2% | |
| 0.053 | 135 | 2.1% | |
| 0.035 | 130 | 2.0% | |
| 0.033 | 119 | 1.8% | |
| 0.051 | 116 | 1.8% | |
| 0.052 | 114 | 1.8% | |
| 0.054 | 112 | 1.7% | |
| 0.032 | 109 | 1.7% | |
| 0.03 | 108 | 1.7% | |
| 0.031 | 107 | 1.6% | |
| Other values (189) | 2681 | 41.3% |
| Value | Count | Frequency (%) | |
| 0.009 | 1 | < 0.1% | |
| 0.012 | 3 | < 0.1% | |
| 0.013 | 1 | < 0.1% | |
| 0.014 | 4 | 0.1% | |
| 0.015 | 4 | 0.1% | |
| 0.016 | 5 | 0.1% | |
| 0.017 | 5 | 0.1% | |
| 0.018 | 10 | 0.2% | |
| 0.019 | 9 | 0.1% | |
| 0.02 | 16 | 0.2% |
| Value | Count | Frequency (%) | |
| 0.611 | 1 | < 0.1% | |
| 0.61 | 1 | < 0.1% | |
| 0.467 | 1 | < 0.1% | |
| 0.464 | 1 | < 0.1% | |
| 0.422 | 1 | < 0.1% | |
| 0.415 | 3 | < 0.1% | |
| 0.414 | 2 | < 0.1% | |
| 0.413 | 1 | < 0.1% | |
| 0.403 | 1 | < 0.1% | |
| 0.401 | 1 | < 0.1% |
free_sulfur_dioxide
Real number (ℝ≥0)
| Distinct | 135 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.52531938 |
|---|---|
| Minimum | 1 |
| Maximum | 289 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 50.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 17 |
| median | 29 |
| Q3 | 41 |
| 95-th percentile | 61 |
| Maximum | 289 |
| Range | 288 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 17.74939977 |
|---|---|
| Coefficient of variation (CV) | 0.5814648342 |
| Kurtosis | 7.906238067 |
| Mean | 30.52531938 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.220066074 |
| Sum | 198323 |
| Variance | 315.0411923 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 29 | 183 | 2.8% | |
| 6 | 170 | 2.6% | |
| 26 | 161 | 2.5% | |
| 15 | 157 | 2.4% | |
| 31 | 152 | 2.3% | |
| 24 | 152 | 2.3% | |
| 17 | 149 | 2.3% | |
| 34 | 146 | 2.2% | |
| 35 | 144 | 2.2% | |
| 23 | 142 | 2.2% | |
| 36 | 138 | 2.1% | |
| 28 | 135 | 2.1% | |
| 25 | 135 | 2.1% | |
| 10 | 134 | 2.1% | |
| 21 | 134 | 2.1% | |
| 20 | 131 | 2.0% | |
| 32 | 131 | 2.0% | |
| 5 | 129 | 2.0% | |
| 27 | 128 | 2.0% | |
| 18 | 126 | 1.9% | |
| 12 | 126 | 1.9% | |
| 22 | 124 | 1.9% | |
| 19 | 123 | 1.9% | |
| 33 | 123 | 1.9% | |
| 16 | 119 | 1.8% | |
| Other values (110) | 3005 | 46.3% |
| Value | Count | Frequency (%) | |
| 1 | 3 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 3 | 59 | 0.9% | |
| 4 | 52 | 0.8% | |
| 5 | 129 | 2.0% | |
| 5.5 | 1 | < 0.1% | |
| 6 | 170 | 2.6% | |
| 7 | 96 | 1.5% | |
| 8 | 91 | 1.4% | |
| 9 | 91 | 1.4% |
| Value | Count | Frequency (%) | |
| 289 | 1 | < 0.1% | |
| 146.5 | 1 | < 0.1% | |
| 138.5 | 1 | < 0.1% | |
| 131 | 1 | < 0.1% | |
| 128 | 1 | < 0.1% | |
| 124 | 1 | < 0.1% | |
| 122.5 | 1 | < 0.1% | |
| 118.5 | 1 | < 0.1% | |
| 112 | 1 | < 0.1% | |
| 110 | 1 | < 0.1% |
total_sulfur_dioxide
Real number (ℝ≥0)
| Distinct | 276 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.7445744 |
|---|---|
| Minimum | 6 |
| Maximum | 440 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 50.9 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 77 |
| median | 118 |
| Q3 | 156 |
| 95-th percentile | 206 |
| Maximum | 440 |
| Range | 434 |
| Interquartile range (IQR) | 79 |
Descriptive statistics
| Standard deviation | 56.52185452 |
|---|---|
| Coefficient of variation (CV) | 0.488332648 |
| Kurtosis | -0.3716636549 |
| Mean | 115.7445744 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | -0.001177478234 |
| Sum | 751992.5 |
| Variance | 3194.720039 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 111 | 72 | 1.1% | |
| 113 | 65 | 1.0% | |
| 122 | 57 | 0.9% | |
| 117 | 57 | 0.9% | |
| 98 | 56 | 0.9% | |
| 114 | 56 | 0.9% | |
| 124 | 56 | 0.9% | |
| 128 | 56 | 0.9% | |
| 118 | 55 | 0.8% | |
| 150 | 54 | 0.8% | |
| 119 | 54 | 0.8% | |
| 133 | 53 | 0.8% | |
| 110 | 53 | 0.8% | |
| 140 | 53 | 0.8% | |
| 125 | 51 | 0.8% | |
| 126 | 51 | 0.8% | |
| 101 | 51 | 0.8% | |
| 131 | 50 | 0.8% | |
| 149 | 49 | 0.8% | |
| 104 | 49 | 0.8% | |
| 134 | 49 | 0.8% | |
| 116 | 48 | 0.7% | |
| 156 | 47 | 0.7% | |
| 142 | 47 | 0.7% | |
| 28 | 47 | 0.7% | |
| Other values (251) | 5161 | 79.4% |
| Value | Count | Frequency (%) | |
| 6 | 3 | < 0.1% | |
| 7 | 4 | 0.1% | |
| 8 | 14 | 0.2% | |
| 9 | 15 | 0.2% | |
| 10 | 28 | 0.4% | |
| 11 | 26 | 0.4% | |
| 12 | 29 | 0.4% | |
| 13 | 28 | 0.4% | |
| 14 | 33 | 0.5% | |
| 15 | 35 | 0.5% |
| Value | Count | Frequency (%) | |
| 440 | 1 | < 0.1% | |
| 366.5 | 1 | < 0.1% | |
| 344 | 1 | < 0.1% | |
| 313 | 1 | < 0.1% | |
| 307.5 | 1 | < 0.1% | |
| 303 | 1 | < 0.1% | |
| 294 | 1 | < 0.1% | |
| 289 | 1 | < 0.1% | |
| 282 | 1 | < 0.1% | |
| 278 | 1 | < 0.1% |
density
Real number (ℝ≥0)
| Distinct | 998 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9946966338 |
|---|---|
| Minimum | 0.98711 |
| Maximum | 1.03898 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 50.9 KiB |
Quantile statistics
| Minimum | 0.98711 |
|---|---|
| 5-th percentile | 0.9899 |
| Q1 | 0.99234 |
| median | 0.99489 |
| Q3 | 0.99699 |
| 95-th percentile | 0.999392 |
| Maximum | 1.03898 |
| Range | 0.05187 |
| Interquartile range (IQR) | 0.00465 |
Descriptive statistics
| Standard deviation | 0.002998673004 |
|---|---|
| Coefficient of variation (CV) | 0.003014660854 |
| Kurtosis | 6.606066991 |
| Mean | 0.9946966338 |
| Median Absolute Deviation (MAD) | 0.00231 |
| Skewness | 0.5036017301 |
| Sum | 6462.54403 |
| Variance | 8.992039783e-06 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.9972 | 69 | 1.1% | |
| 0.9976 | 69 | 1.1% | |
| 0.998 | 64 | 1.0% | |
| 0.992 | 64 | 1.0% | |
| 0.9928 | 63 | 1.0% | |
| 0.9986 | 61 | 0.9% | |
| 0.9962 | 59 | 0.9% | |
| 0.9966 | 59 | 0.9% | |
| 0.9968 | 55 | 0.8% | |
| 0.9956 | 55 | 0.8% | |
| 0.9934 | 54 | 0.8% | |
| 0.9958 | 54 | 0.8% | |
| 0.9932 | 54 | 0.8% | |
| 0.9948 | 54 | 0.8% | |
| 0.993 | 52 | 0.8% | |
| 0.9982 | 51 | 0.8% | |
| 0.9974 | 50 | 0.8% | |
| 0.9938 | 50 | 0.8% | |
| 0.9978 | 49 | 0.8% | |
| 0.9944 | 49 | 0.8% | |
| 0.9984 | 49 | 0.8% | |
| 0.9927 | 48 | 0.7% | |
| 0.9954 | 48 | 0.7% | |
| 0.9924 | 47 | 0.7% | |
| 0.9952 | 46 | 0.7% | |
| Other values (973) | 5124 | 78.9% |
| Value | Count | Frequency (%) | |
| 0.98711 | 1 | < 0.1% | |
| 0.98713 | 1 | < 0.1% | |
| 0.98722 | 1 | < 0.1% | |
| 0.9874 | 1 | < 0.1% | |
| 0.98742 | 2 | < 0.1% | |
| 0.98746 | 2 | < 0.1% | |
| 0.98758 | 1 | < 0.1% | |
| 0.98774 | 1 | < 0.1% | |
| 0.98779 | 1 | < 0.1% | |
| 0.98794 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.03898 | 1 | < 0.1% | |
| 1.0103 | 2 | < 0.1% | |
| 1.00369 | 2 | < 0.1% | |
| 1.0032 | 1 | < 0.1% | |
| 1.00315 | 3 | < 0.1% | |
| 1.00295 | 2 | < 0.1% | |
| 1.00289 | 1 | < 0.1% | |
| 1.0026 | 2 | < 0.1% | |
| 1.00242 | 2 | < 0.1% | |
| 1.00241 | 1 | < 0.1% |
pH
Real number (ℝ≥0)
| Distinct | 108 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.218500847 |
|---|---|
| Minimum | 2.72 |
| Maximum | 4.01 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 50.9 KiB |
Quantile statistics
| Minimum | 2.72 |
|---|---|
| 5-th percentile | 2.97 |
| Q1 | 3.11 |
| median | 3.21 |
| Q3 | 3.32 |
| 95-th percentile | 3.5 |
| Maximum | 4.01 |
| Range | 1.29 |
| Interquartile range (IQR) | 0.21 |
Descriptive statistics
| Standard deviation | 0.1607872021 |
|---|---|
| Coefficient of variation (CV) | 0.04995717254 |
| Kurtosis | 0.3676572674 |
| Mean | 3.218500847 |
| Median Absolute Deviation (MAD) | 0.11 |
| Skewness | 0.3868387981 |
| Sum | 20910.6 |
| Variance | 0.02585252436 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.16 | 200 | 3.1% | |
| 3.14 | 193 | 3.0% | |
| 3.22 | 185 | 2.8% | |
| 3.2 | 176 | 2.7% | |
| 3.15 | 170 | 2.6% | |
| 3.19 | 170 | 2.6% | |
| 3.18 | 168 | 2.6% | |
| 3.24 | 161 | 2.5% | |
| 3.12 | 154 | 2.4% | |
| 3.1 | 154 | 2.4% | |
| 3.17 | 151 | 2.3% | |
| 3.3 | 150 | 2.3% | |
| 3.26 | 149 | 2.3% | |
| 3.23 | 148 | 2.3% | |
| 3.08 | 147 | 2.3% | |
| 3.25 | 140 | 2.2% | |
| 3.36 | 139 | 2.1% | |
| 3.11 | 135 | 2.1% | |
| 3.21 | 131 | 2.0% | |
| 3.32 | 131 | 2.0% | |
| 3.13 | 130 | 2.0% | |
| 3.28 | 129 | 2.0% | |
| 3.29 | 128 | 2.0% | |
| 3.06 | 125 | 1.9% | |
| 3.27 | 123 | 1.9% | |
| Other values (83) | 2710 | 41.7% |
| Value | Count | Frequency (%) | |
| 2.72 | 1 | < 0.1% | |
| 2.74 | 2 | < 0.1% | |
| 2.77 | 1 | < 0.1% | |
| 2.79 | 3 | < 0.1% | |
| 2.8 | 3 | < 0.1% | |
| 2.82 | 1 | < 0.1% | |
| 2.83 | 4 | 0.1% | |
| 2.84 | 1 | < 0.1% | |
| 2.85 | 9 | 0.1% | |
| 2.86 | 10 | 0.2% |
| Value | Count | Frequency (%) | |
| 4.01 | 2 | < 0.1% | |
| 3.9 | 2 | < 0.1% | |
| 3.85 | 1 | < 0.1% | |
| 3.82 | 1 | < 0.1% | |
| 3.81 | 1 | < 0.1% | |
| 3.8 | 2 | < 0.1% | |
| 3.79 | 1 | < 0.1% | |
| 3.78 | 2 | < 0.1% | |
| 3.77 | 2 | < 0.1% | |
| 3.76 | 2 | < 0.1% |
sulphates
Real number (ℝ≥0)
| Distinct | 111 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5312682777 |
|---|---|
| Minimum | 0.22 |
| Maximum | 2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 50.9 KiB |
Quantile statistics
| Minimum | 0.22 |
|---|---|
| 5-th percentile | 0.35 |
| Q1 | 0.43 |
| median | 0.51 |
| Q3 | 0.6 |
| 95-th percentile | 0.79 |
| Maximum | 2 |
| Range | 1.78 |
| Interquartile range (IQR) | 0.17 |
Descriptive statistics
| Standard deviation | 0.1488058736 |
|---|---|
| Coefficient of variation (CV) | 0.2800955372 |
| Kurtosis | 8.653698823 |
| Mean | 0.5312682777 |
| Median Absolute Deviation (MAD) | 0.08 |
| Skewness | 1.797270004 |
| Sum | 3451.65 |
| Variance | 0.02214318802 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.5 | 276 | 4.2% | |
| 0.46 | 243 | 3.7% | |
| 0.54 | 235 | 3.6% | |
| 0.44 | 232 | 3.6% | |
| 0.38 | 214 | 3.3% | |
| 0.48 | 208 | 3.2% | |
| 0.52 | 203 | 3.1% | |
| 0.49 | 197 | 3.0% | |
| 0.47 | 191 | 2.9% | |
| 0.45 | 190 | 2.9% | |
| 0.53 | 186 | 2.9% | |
| 0.42 | 186 | 2.9% | |
| 0.4 | 172 | 2.6% | |
| 0.43 | 169 | 2.6% | |
| 0.56 | 168 | 2.6% | |
| 0.58 | 167 | 2.6% | |
| 0.51 | 166 | 2.6% | |
| 0.6 | 157 | 2.4% | |
| 0.39 | 157 | 2.4% | |
| 0.55 | 152 | 2.3% | |
| 0.59 | 148 | 2.3% | |
| 0.41 | 139 | 2.1% | |
| 0.57 | 138 | 2.1% | |
| 0.37 | 131 | 2.0% | |
| 0.62 | 129 | 2.0% | |
| Other values (86) | 1943 | 29.9% |
| Value | Count | Frequency (%) | |
| 0.22 | 1 | < 0.1% | |
| 0.23 | 1 | < 0.1% | |
| 0.25 | 4 | 0.1% | |
| 0.26 | 4 | 0.1% | |
| 0.27 | 13 | 0.2% | |
| 0.28 | 13 | 0.2% | |
| 0.29 | 16 | 0.2% | |
| 0.3 | 31 | 0.5% | |
| 0.31 | 35 | 0.5% | |
| 0.32 | 54 | 0.8% |
| Value | Count | Frequency (%) | |
| 2 | 1 | < 0.1% | |
| 1.98 | 1 | < 0.1% | |
| 1.95 | 2 | < 0.1% | |
| 1.62 | 1 | < 0.1% | |
| 1.61 | 1 | < 0.1% | |
| 1.59 | 1 | < 0.1% | |
| 1.56 | 1 | < 0.1% | |
| 1.36 | 3 | < 0.1% | |
| 1.34 | 1 | < 0.1% | |
| 1.33 | 1 | < 0.1% |
alcohol
Real number (ℝ≥0)
| Distinct | 111 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.49180083 |
|---|---|
| Minimum | 8 |
| Maximum | 14.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 50.9 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 9.5 |
| median | 10.3 |
| Q3 | 11.3 |
| 95-th percentile | 12.7 |
| Maximum | 14.9 |
| Range | 6.9 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 1.192711749 |
|---|---|
| Coefficient of variation (CV) | 0.1136803651 |
| Kurtosis | -0.5316873829 |
| Mean | 10.49180083 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | 0.5657177291 |
| Sum | 68165.23 |
| Variance | 1.422561316 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 9.5 | 367 | 5.6% | |
| 9.4 | 332 | 5.1% | |
| 9.2 | 271 | 4.2% | |
| 10 | 229 | 3.5% | |
| 10.5 | 227 | 3.5% | |
| 11 | 217 | 3.3% | |
| 9 | 215 | 3.3% | |
| 9.8 | 214 | 3.3% | |
| 10.4 | 194 | 3.0% | |
| 9.3 | 193 | 3.0% | |
| 9.6 | 187 | 2.9% | |
| 10.8 | 177 | 2.7% | |
| 10.2 | 176 | 2.7% | |
| 9.1 | 167 | 2.6% | |
| 10.1 | 161 | 2.5% | |
| 9.7 | 159 | 2.4% | |
| 9.9 | 158 | 2.4% | |
| 11.4 | 153 | 2.4% | |
| 11.2 | 148 | 2.3% | |
| 10.6 | 142 | 2.2% | |
| 10.9 | 137 | 2.1% | |
| 11.3 | 133 | 2.0% | |
| 12 | 123 | 1.9% | |
| 10.7 | 123 | 1.9% | |
| 11.5 | 118 | 1.8% | |
| Other values (86) | 1776 | 27.3% |
| Value | Count | Frequency (%) | |
| 8 | 2 | < 0.1% | |
| 8.4 | 5 | 0.1% | |
| 8.5 | 10 | 0.2% | |
| 8.6 | 23 | 0.4% | |
| 8.7 | 80 | 1.2% | |
| 8.8 | 109 | 1.7% | |
| 8.9 | 95 | 1.5% | |
| 9 | 215 | 3.3% | |
| 9.05 | 1 | < 0.1% | |
| 9.1 | 167 | 2.6% |
| Value | Count | Frequency (%) | |
| 14.9 | 1 | < 0.1% | |
| 14.2 | 1 | < 0.1% | |
| 14.05 | 1 | < 0.1% | |
| 14 | 12 | 0.2% | |
| 13.9 | 3 | < 0.1% | |
| 13.8 | 2 | < 0.1% | |
| 13.7 | 7 | 0.1% | |
| 13.6 | 13 | 0.2% | |
| 13.56666667 | 1 | < 0.1% | |
| 13.55 | 1 | < 0.1% |
quality
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.818377713 |
|---|---|
| Minimum | 3 |
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 50.9 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8732552715 |
|---|---|
| Coefficient of variation (CV) | 0.1500856965 |
| Kurtosis | 0.2323222693 |
| Mean | 5.818377713 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.1896226934 |
| Sum | 37802 |
| Variance | 0.7625747693 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6 | 2836 | 43.7% | |
| 5 | 2138 | 32.9% | |
| 7 | 1079 | 16.6% | |
| 4 | 216 | 3.3% | |
| 8 | 193 | 3.0% | |
| 3 | 30 | 0.5% | |
| 9 | 5 | 0.1% |
| Value | Count | Frequency (%) | |
| 3 | 30 | 0.5% | |
| 4 | 216 | 3.3% | |
| 5 | 2138 | 32.9% | |
| 6 | 2836 | 43.7% | |
| 7 | 1079 | 16.6% | |
| 8 | 193 | 3.0% | |
| 9 | 5 | 0.1% |
| Value | Count | Frequency (%) | |
| 9 | 5 | 0.1% | |
| 8 | 193 | 3.0% | |
| 7 | 1079 | 16.6% | |
| 6 | 2836 | 43.7% | |
| 5 | 2138 | 32.9% | |
| 4 | 216 | 3.3% | |
| 3 | 30 | 0.5% |
wine_type
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 50.9 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 4898 | 75.4% | |
| 1 | 1599 | 24.6% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | fixed_acidity | volatile_acidity | citric_acid | residual_sugar | chlorides | free_sulfur_dioxide | total_sulfur_dioxide | density | pH | sulphates | alcohol | quality | wine_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 7.400 | 0.700 | 0.000 | 1.900 | 0.076 | 11.000 | 34.000 | 0.998 | 3.510 | 0.560 | 9.400 | 5 | 1 |
| 1 | 1 | 7.800 | 0.880 | 0.000 | 2.600 | 0.098 | 25.000 | 67.000 | 0.997 | 3.200 | 0.680 | 9.800 | 5 | 1 |
| 2 | 2 | 7.800 | 0.760 | 0.040 | 2.300 | 0.092 | 15.000 | 54.000 | 0.997 | 3.260 | 0.650 | 9.800 | 5 | 1 |
| 3 | 3 | 11.200 | 0.280 | 0.560 | 1.900 | 0.075 | 17.000 | 60.000 | 0.998 | 3.160 | 0.580 | 9.800 | 6 | 1 |
| 4 | 4 | 7.400 | 0.700 | 0.000 | 1.900 | 0.076 | 11.000 | 34.000 | 0.998 | 3.510 | 0.560 | 9.400 | 5 | 1 |
| 5 | 5 | 7.400 | 0.660 | 0.000 | 1.800 | 0.075 | 13.000 | 40.000 | 0.998 | 3.510 | 0.560 | 9.400 | 5 | 1 |
| 6 | 6 | 7.900 | 0.600 | 0.060 | 1.600 | 0.069 | 15.000 | 59.000 | 0.996 | 3.300 | 0.460 | 9.400 | 5 | 1 |
| 7 | 7 | 7.300 | 0.650 | 0.000 | 1.200 | 0.065 | 15.000 | 21.000 | 0.995 | 3.390 | 0.470 | 10.000 | 7 | 1 |
| 8 | 8 | 7.800 | 0.580 | 0.020 | 2.000 | 0.073 | 9.000 | 18.000 | 0.997 | 3.360 | 0.570 | 9.500 | 7 | 1 |
| 9 | 9 | 7.500 | 0.500 | 0.360 | 6.100 | 0.071 | 17.000 | 102.000 | 0.998 | 3.350 | 0.800 | 10.500 | 5 | 1 |
Last rows
| df_index | fixed_acidity | volatile_acidity | citric_acid | residual_sugar | chlorides | free_sulfur_dioxide | total_sulfur_dioxide | density | pH | sulphates | alcohol | quality | wine_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6487 | 4888 | 6.800 | 0.220 | 0.360 | 1.200 | 0.052 | 38.000 | 127.000 | 0.993 | 3.040 | 0.540 | 9.200 | 5 | 0 |
| 6488 | 4889 | 4.900 | 0.235 | 0.270 | 11.750 | 0.030 | 34.000 | 118.000 | 0.995 | 3.070 | 0.500 | 9.400 | 6 | 0 |
| 6489 | 4890 | 6.100 | 0.340 | 0.290 | 2.200 | 0.036 | 25.000 | 100.000 | 0.989 | 3.060 | 0.440 | 11.800 | 6 | 0 |
| 6490 | 4891 | 5.700 | 0.210 | 0.320 | 0.900 | 0.038 | 38.000 | 121.000 | 0.991 | 3.240 | 0.460 | 10.600 | 6 | 0 |
| 6491 | 4892 | 6.500 | 0.230 | 0.380 | 1.300 | 0.032 | 29.000 | 112.000 | 0.993 | 3.290 | 0.540 | 9.700 | 5 | 0 |
| 6492 | 4893 | 6.200 | 0.210 | 0.290 | 1.600 | 0.039 | 24.000 | 92.000 | 0.991 | 3.270 | 0.500 | 11.200 | 6 | 0 |
| 6493 | 4894 | 6.600 | 0.320 | 0.360 | 8.000 | 0.047 | 57.000 | 168.000 | 0.995 | 3.150 | 0.460 | 9.600 | 5 | 0 |
| 6494 | 4895 | 6.500 | 0.240 | 0.190 | 1.200 | 0.041 | 30.000 | 111.000 | 0.993 | 2.990 | 0.460 | 9.400 | 6 | 0 |
| 6495 | 4896 | 5.500 | 0.290 | 0.300 | 1.100 | 0.022 | 20.000 | 110.000 | 0.989 | 3.340 | 0.380 | 12.800 | 7 | 0 |
| 6496 | 4897 | 6.000 | 0.210 | 0.380 | 0.800 | 0.020 | 22.000 | 98.000 | 0.989 | 3.260 | 0.320 | 11.800 | 6 | 0 |